location: Bristol, UK (online)
This unit (2020/2021) gives a general introduction to the ideas and the tasks of Artificial Intelligence, with an emphasis on their applications across a range of disciplines, their impact on science and industry, and on their mathematical foundations.
Unit director: Dr. McConville
I served as a Postdoctoral Research Associates co-lecturer in this unit, covering the content related to Reinforcement Learning (RL).
Markov Decision Process (MDP)
Reinforcement Learning
Slides: Introduction to RL Video available upon request.
Slides: Deep Reinforcemetn Learning Video available upon request.
Tutorial: OpenAI Gym
Slides: OpenAI Gym Tutorial Code Video available upon request.
Implement the DQN algorithm on the Atari environment. Video available upon request.